{"id":"W2922203411","doi":"10.5539/gjhs.v11n4p76","title":"Electronic Device Use and Fine Motor Dexterity &amp; Handwriting: A Pilot Study of South African Grade 2 Children","year":2019,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Handwriting; Test (biology); Psychology; Medicine; Motor skill; Audiology; Developmental psychology; Physical therapy; Physical medicine and rehabilitation; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004832307,0.00009693584,0.0002943709,0.0001314132,0.0006780038,0.0001954427,0.0004422158,0.0000220263,0.000007875358],"category_scores_gemma":[0.0006128066,0.0000878521,0.00003053266,0.0008457768,0.0003612408,0.000515285,0.00005694818,0.0002047978,0.000002788254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003337774,"about_ca_system_score_gemma":0.002116869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00644922,"about_ca_topic_score_gemma":0.002051945,"domain_scores_codex":[0.9975101,0.0002468442,0.0005523168,0.0002376941,0.0008747487,0.0005782809],"domain_scores_gemma":[0.9982803,0.00008800579,0.0007625459,0.0001543975,0.0004357508,0.0002790157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004967524,0.000497821,0.9905469,0.00002184314,0.000008841402,4.256818e-7,0.005588644,0.000007542444,0.0003535574,0.0009789887,0.00005169398,0.001894008],"study_design_scores_gemma":[0.0006133121,0.002096678,0.9856472,0.0001257496,0.00001238056,0.00004927868,0.01091263,0.000005988566,0.00001035311,0.0002760827,0.0001563423,0.0000939887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979176,0.0004434247,0.00002782178,0.0009048784,0.0001869729,0.0003499824,0.000007532572,0.00001389976,0.0001478749],"genre_scores_gemma":[0.9990684,0.00006118741,0.0005993198,0.0001006266,0.0001312464,0.000001311363,3.823311e-7,0.000003699422,0.00003378802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00532398,"threshold_uncertainty_score":0.9749334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05428131473400044,"score_gpt":0.3633139947405777,"score_spread":0.3090326800065772,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}